Time taken to test model on training data: 2.44 seconds === Error on training data === Correctly Classified Instances 194 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0 Root mean squared error 0 Relative absolute error 0 % Root relative squared error 0 % Total Number of Instances 194 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 adenocarcinoma Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 97 0 | a = normal 0 97 | b = adenocarcinoma Time taken to perform cross-validation: 4.4 seconds === Stratified cross-validation === Correctly Classified Instances 192 98.9691 % Incorrectly Classified Instances 2 1.0309 % Kappa statistic 0.9794 Mean absolute error 0.0103 Root mean squared error 0.1015 Relative absolute error 2.0617 % Root relative squared error 20.3049 % Total Number of Instances 194 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,021 0,980 1,000 0,990 0,980 0,990 0,980 normal 0,979 0,000 1,000 0,979 0,990 0,980 0,990 0,990 adenocarcinoma Weighted Avg. 0,990 0,010 0,990 0,990 0,990 0,980 0,990 0,985 === Confusion Matrix === a b <-- classified as 97 0 | a = normal 2 95 | b = adenocarcinoma